Elias sat in his car, the engine idling. The radio was blaring a commercial for a new type of automatic dog feeder. The advertisement was a punch to the gut. He'd lost out on the patent for his own design, and the disappointment settled in his bones.

He gripped the steering wheel so hard his knuckles turned white. He couldn’t bear the thought of going home, of facing the reality of his failure. The familiar streets blurred into a meaningless stream of light and shadow.

He switched off the engine, the sudden silence adding to the weight on his chest. He slumped in his seat. He felt as though he could remain there forever, locked in a state of suspended inertia.

Emotion: sensitive

Cluster: Fear / Anxiety
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sensitive. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.

Promoted:
ness0.304
😞0.282
😥0.272
😣0.271
own0.264
Suppressed:
la-0.679
de-0.660
a-0.281
"-0.280
(!)-0.242